{"id":"W3046200652","doi":"10.3390/f11080829","title":"Rapid Recent Deforestation Incursion in a Vulnerable Indigenous Land in the Brazilian Amazon and Fire-Driven Emissions of Fine Particulate Aerosol Pollutants","year":2020,"lang":"en","type":"article","venue":"Forests","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; U.S. Department of Agriculture; National Institute of Food and Agriculture; National Science Foundation","keywords":"Amazon rainforest; Deforestation (computer science); Environmental science; Particulates; Geography; Agroforestry; Land use; Vegetation (pathology); Environmental protection; Forestry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002980505,0.0002558976,0.000243138,0.000625072,0.0004620913,0.0004832418,0.0002391931,0.0001890426,0.0007233091],"category_scores_gemma":[0.001210302,0.0001962137,0.0003543262,0.0008696379,0.0003710915,0.0004221954,0.0004538949,0.0002996772,0.00007320003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006010947,"about_ca_system_score_gemma":0.0005411973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1318376,"about_ca_topic_score_gemma":0.2690294,"domain_scores_codex":[0.9998203,0.00003455589,0.0000165798,0.00004223842,0.00003822581,0.00004808667],"domain_scores_gemma":[0.9994692,0.00008317875,0.000230089,0.00003824418,0.000112728,0.00006661602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003595499,0.00003570367,0.9864939,0.00006232582,0.00006480848,0.0002971964,0.002121012,0.0001672081,0.002271517,0.0001655245,0.00009189961,0.008192938],"study_design_scores_gemma":[0.000001204521,0.00001477191,0.9976936,0.00001664718,0.00002213635,0.0001773828,0.00119722,0.0003187517,0.0001106155,0.00004962689,0.0003941514,0.000003877349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987363,0.0002771667,0.0001909415,0.00005932968,0.000002698195,0.000009308938,0.0001717456,0.000003650714,0.0005489098],"genre_scores_gemma":[0.9993778,0.000192218,0.0001827203,0.00001355511,0.000003442443,0.000006476538,0.0001247608,0.000002130333,0.00009684471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318376,"threshold_uncertainty_score":0.2621405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134188658584355,"score_gpt":0.2282288941659157,"score_spread":0.2168870075800721,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}